Search for tag: "optimization"

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01:14:25 CITP Lecture: Peter Henderson – Aligning… CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments	CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments Machine learning (ML) is being deployed to a vast array of real-world applications with profound impacts on society. ML can have positive impacts, such as aiding in the discovery of new cures for… machine learning algorithms policy model models lot task estimator law tax tasks sampling problem decisions reward setting algorithm irs language machine distribution optimization bit From CI Center for Information Technology Policy 0 likes 4 plays Date April 18th, 2023 Speaker Peter Henderson Department Center for Information Technology Policy Location CS105
03:19 Robotic Swarm Inspection for Infrastructure… Robotic Swarm Inspection for Infrastructure Monitoring, Darren Chiu, UG '23 (2265354)	Robotic Swarm Inspection for Infrastructure Monitoring, Darren Chiu, UG '23 (2265354) Robotic swarm inspection for structures offers a flexible, scalable, and cost-effective solution in comparison to human inspection such as the benefit of being resilient to individual failures,… prd23 princeton research day undergraduate research new college new college west electrical engineering robot ai artificial intelligence energy and the environment design and engineering swarm decision robots fitness simulation inspections space swarms parameters simulations vibration surfaces safety structures approach surface values accuracy optimization From Research Princeton Research Day 0 likes 54 plays Date May 4th, 2023 Speaker Darren Chiu, UG '23 Department Electrical Engineering
03:47 Extending Feature Visualizations to Text-To-Image… Extending Feature Visualizations to Text-To-Image Generative Models, Adam Kelch, UG '24 (2262505)	Extending Feature Visualizations to Text-To-Image Generative Models, Adam Kelch, UG '24 (2262505) With the rapid development of large-scale and complex generative AI models, there is a there is a demand for new tools to explain the inner workings and behavior of such systems. While various visual… artificial intelligence (ai) feature visualization text-to-image generative model image network visualizations neuron text process activation visualization texts feature optimization embeddings classifier objective ai systems models response loss training From Research Princeton Research Day 0 likes 29 plays Date May 4th, 2023 Speaker Adam Kelch, UG '24 (2262505) Department Computer Science
03:37 Accelerating Design Space Exploration with… Accelerating Design Space Exploration with Differentiable Surrogate Models, Shikhar Tuli, GS (2278304)	Accelerating Design Space Exploration with Differentiable Surrogate Models, Shikhar Tuli, GS (2278304) Researchers constantly strive to explore large and complex search spaces in various scientific studies and physical experiments. These could include searching the exponentially large set of… graduate research electrical and computer engineering active learning neural networks surrogate modeling ai artificial intelligence quantum science prd23 princeton research day quantum computing input performance model characteristics output experiments models space box device circuits instance computers quantum magnitude orders hardware backpropagation optimization network From Research Princeton Research Day 3 likes 35 plays Date April 30th, 2023 Speaker Shikhar Tuli, GS Department Electrical and Computer Engineering
52:09 13April2023_GPlunk 13April2023_GPlunk	13April2023_GPlunk ppplonly axis field configuration configurations qi symmetry curvature stellarator ratio optimization period space aspect bit kind frame torsion thing theory point From PPPL Admins 0 likes 23 plays
55:53 JPP06April2023_RJorge JPP06April2023_RJorge	JPP06April2023_RJorge optimization field expansion axis particles particle solution stellarator flux solutions symmetry coils heat surface proxies fields function surfaces strength energy ppplonly From PPPL Admins 0 likes 22 plays
01:06:20 RMJanuary2023 RMJanuary2023	RMJanuary2023 ppplonly plasma 3d fusion physics control things department machine thing experiments optimization funding idea spaces flow question lot lab collaboration engineering From PPPL Admins 0 likes 7 plays
01:05:54 FIPP_December2022 FIPP_December2022	FIPP_December2022 ppplonly symmetry bootstrap stellarator field current plasma tokamak flux physics profile optimization confinement formula strength equilibrium surface particles tokamaks paper particle From PPPL Admins 0 likes 16 plays
01:12:30 TS01December2022_BFaber TS01December2022_BFaber	TS01December2022_BFaber ppplonly modes energy linear optimization mode transport stellarator gradient model turbulence spectrum wave flux function temperature question coupling kind gradients growth From PPPL Admins 0 likes 15 plays
03:35 Pranay Anchuri: DataX Information Technology… Pranay Anchuri: DataX Information Technology Policy Data Scientist	Pranay Anchuri: DataX Information Technology Policy Data Scientist outcomes machine princeton blockchain networks science sociology optimization chemists platform projects trajectories scientists predictability researchers topics domains models tech scale From Broadcast Broadcast Center Staff 0 likes 57 plays
03:01 Optimizing Princeton’s Campus Energy… Optimizing Princeton’s Campus Energy Plants, Harry Shapiro, UG '22 (3947045)	Optimizing Princeton’s Campus Energy Plants, Harry Shapiro, UG '22 (3947045) Despite advanced campus energy systems, Princeton spends $10-11 million/year on energy to heat, cool, and power campus buildings, in addition to emitting 75,000-80,000 metric tons of CO2 (equivalent… energy campus model approach models cars electricity savings equations optimization production recommendations emissions canvas result inputs flow plant lot solver From Research Princeton Research Day 1 likes 96 plays Date April 27th, 2022 Speaker Harry Shapiro Department Mechanical and Aerospace Engineering
02:55 Equitable Data-Driven Resource Allocation to… Equitable Data-Driven Resource Allocation to Fight the Opioid Epidemic: A Mixed-Integer Optimization Approach, Joyce Luo, UG '22 (3959957)	Equitable Data-Driven Resource Allocation to Fight the Opioid Epidemic: A Mixed-Integer Optimization Approach, Joyce Luo, UG '22 (3959957) The opioid epidemic is a crisis that has plagued the United States (US) for decades. One of the central issues of the epidemic is inequitable access to treatment for opioid use disorder (OUD), which… neural ordinary differential equations prescriptive predictive model mixed-integer optimization problem social vulnerability index epidemiology treatment epidemic model facility solutions optimization budget approach deaths overdose oud florida vulnerability mips framework decision location problem question allocation From Research Princeton Research Day 1 likes 58 plays Date April 27th, 2022 Speaker Joyce Luo Department Operations Research and Financial Engineering
03:00 Targeted system optimization using inverse… Targeted system optimization using inverse design, Prerit Terway, G4 (3958781)	Targeted system optimization using inverse design, Prerit Terway, G4 (3958781) Most systems have multiple objectives and constraints. For example, a company making a smartphone needs to increase the battery life, minimize the lag, and maximize the bandwidth. Solutions to these… artificial intelligence machine learning active learning optimization step objectives process specifications methods specification response input solution solutions object method listening importance request gpus repair systems nuisance From Research Princeton Research Day 0 likes 41 plays Date April 27th, 2022 Speaker Prerit Terway Department Electrical and Computer Engineering
35:26 Heng Yang Job Talk P.2 Heng Yang Job Talk P.2	Heng Yang Job Talk P.2 estimation problems end level problem perception model dynamics question history vision thing optimization contract methods sense objects outcomes computer solution From Broadcast Broadcast Center Staff 0 likes 17 plays
01:09:21 Heng Yang Job Talk P.1 Heng Yang Job Talk P.1	Heng Yang Job Talk P.1 estimation problem problems model perception point end estimator outliers convex algorithms optimization solution correspondences question pop function 3d talk hand From Broadcast Broadcast Center Staff 0 likes 32 plays
51:26 GSS16August2021_Wright GSS16August2021_Wright	GSS16August2021_Wright pppl field side hand plasma stellarator device coils confinement model transform physics optimization engineering lot symmetry particles series phase density surfaces From PPPL Admins 0 likes 71 plays